Greetings! As we dive into another week of focused efforts, the team is excited to share some remarkable updates on our journey towards the completion of our end-of-semester project. Here’s a glimpse into the strides we’ve made this week:

Cost-Efficiency with Serverless Pinecone Instances

In a strategic move, we’ve transitioned to serverless Pinecone instances, marking a significant milestone in our pursuit of efficiency. This transition has not only streamlined our operations but has also led to a remarkable 10x reduction in monthly storage costs. It’s a testament to our commitment to smart resource utilization.

Enriching Our Data Set for Automated Testing

Building on the foundation of automated testing, we’ve initiated the process of expanding our data set. This involved scraping user data to curate effective questions and appropriate responses. This step is crucial in fortifying the accuracy and reliability of our automated testing mechanisms.

Exploring Fine-Tuning for Model Accuracy

In our pursuit of excellence, we’ve delved into the realm of fine-tuning as a potential next step to enhance the accuracy of our model. This research phase underscores our dedication to staying at the forefront of technological advancements and ensuring our end-of-semester project is nothing short of exceptional.

Advancements in Automated Testing Framework

Our commitment to delivering a reliable product shines through in the expansion of our automated testing framework. We’ve not only broadened its scope but also devised a method for determining whether a text-based response aligns with the desired output. This meticulous approach will undoubtedly elevate the precision and reliability of our prototype.

That concludes this week’s updates; be sure to keep an eye out for our upcoming endeavors!